Reliable reasoning : induction and statistical learning theory /

The implications for philosophy and cognitive science of developments in statistical learning theory.

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Harman, Gilbert
Other Authors: Kulkarni, Sanjeev
Format: Electronic eBook
Language:Inglés
Published: Cambridge, Mass. : MIT Press, ©2007.
©2007
Series:Jean Nicod lectures ; 2007.
Subjects:
Reasoning.
Reliability.
Induction (Logic)
Computational learning theory.
Fidélité.
Induction (Logique)
Théorie de l'apprentissage informatique.
PHILOSOPHY > Logic.
Computational learning theory
Reasoning
Reliability
COGNITIVE SCIENCES/General
PHILOSOPHY/General
Online Access:Texto completo
Table of Contents:
  • The problem of induction
  • Induction and VC dimension
  • Induction and "simplicity"
  • Neural networks, support vector machines, and transduction.

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